************
***Tables***
************

*1. code *
R_replication_tables_final.R - replication of the *tables* in the main text and supplementary materials
Stata_replication_final.do - replication of the 2SLS IV models 

*2. data *
yearly_fe_final.csv - matched KS and VC investments by county-year, 2009-2015
yearly_fe_tech.csv - (robustness checks) matched *tech only* KS and VC investments by county-year, 2009-2015

************
**Figures***
************

*1. code *
R_replication_figures_final.R - replication of the *figures* in the main text and supplementary materials
crosswalks.m - replication of the VC and Kickstarter TF-IDF categorical overlaps

*2. data *
coeffs.csv - coefficient estimates and standard errors from 2SLS IV models used for coefficient plots
coeffs_tech.csv — coefficient estimates and standard errors from 2SLS IV models for *tech only* investments for coefficient plots
coeffs_all.csv — coefficient estimates and standard errors from 2SLS IV models for *all* investments for coefficient plots
gini.csv - county-year data used for calculation of locational Gini coefficients  
coeffs_gini.csv - gini coefficient estimates and bootstrapped standard errors for coefficients plots
docu - vector representation of VC categorical and Kickstarter textual descriptions
dict - dictionary of words used across VC categories and Kickstarter textual descriptions
ksvc.info - VC and Kickstarter pre-defined categories

************
****Maps****
************

*1. code *
R_replication_maps_final_Fig1.R - replication of the map in the main text
R_replication_maps_final.R - replication of the maps in the supplementary materials

*2. data *
gz_2010_us_050_00_5m.json — U.S. county and state shape files 
state-data-statabs-2012.csv — fips-state level codes and names for matching to shape files
fips-by-state.csv — fips-county level codes and names for matching to shape files
maps_matched.csv - aggregated KS and VC data by county for the period 2009-2015



